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Impact of rainfall and model resolution on sewer hydrodynamics

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Impact of rainfall and model resolution on sewer hydrodynamics G . Bruni a , J.A.E. ten Veldhuis a , F.H.L.R. Clemens a , b a Water management Department, Faculty of Civil Engineering and Geosciences, Delft University of Technology, Stevinweg 1, 2628CN, Delft, NL - PowerPoint PPT Presentation
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Impact of rainfall and model resolution on sewer hydrodynamics G. Bruni a , J.A.E. ten Veldhuis a , F.H.L.R. Clemens a , b a Water management Department, Faculty of Civil Engineering and Geosciences, Delft University of Technology, Stevinweg 1, 2628CN, Delft, NL b Deltares, P.O. Box 177, 2600 MD Delft, The Netherlands 7th International Conference on Sewer Processes & Networks Wed 28 - Fri 30 August 2013 The Edge Conference Centre, Sheffield
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Page 1: Impact  of rainfall and model resolution on sewer  hydrodynamics

Impact of rainfall and model resolution on sewer hydrodynamics

G. Brunia, J.A.E. ten Veldhuisa, F.H.L.R. Clemensa, b

a Water management Department, Faculty of Civil Engineering and Geosciences, Delft University of Technology, Stevinweg 1, 2628CN, Delft, NL b Deltares, P.O. Box 177, 2600 MD Delft, The Netherlands

7th International Conference on Sewer Processes & NetworksWed 28 - Fri 30 August 2013

The Edge Conference Centre, Sheffield

Page 2: Impact  of rainfall and model resolution on sewer  hydrodynamics

Problem statementIMPROVEMENT OF RAINFALL ESTIMATE ACCURACY

ENHANCEMENT OF THE USE OF RADAR RAINFALL

X-BAND DUAL POLARIMETRIC RADARS TO INCREASE THE RESOLUTION AND ACCURACY

IMPROVEMENT OF THE DETAIL OF SEWER MODELS

ACCURATE INFORMATION OF SEWER CHARACTERISTICS AND PROCESSES

DETAILED LAND USE INFORMATION

?

Page 3: Impact  of rainfall and model resolution on sewer  hydrodynamics

• it serves 9 municipalities (~3’000 to ~43’000 inhabitants)

• 18.6 km long free-flow conduit • Sewer system detail: from~ 500 nodes to

3’800 nodes .

Casestudy

0 50 10025Kilometers

¯

Belgium

Germany

North Sea

The Netherlands

Eindoven area: Riool Zuid -> “Southern sewer system”

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

END NODEPUMPING STATION

Veldhoven

Eindhoven-SE

0 6 123Kilometers

¯

Page 4: Impact  of rainfall and model resolution on sewer  hydrodynamics

Dataset-C-band radar data, KNMI

#*

#*

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

RG-VESSEM

RG-BERGEIJK

RZ-END NODEPUMPING STATION

Veldhoven

0 1 2 3 40.5Kilometers

¯

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

RZ-END NODEPUMPING STATION

Veldhoven

0 1 2 3 40.5Kilometers

¯

Ground measurements: 2 rain gauges Bergeijk and Vessem

Rainfall

Page 5: Impact  of rainfall and model resolution on sewer  hydrodynamics

Model lumping

Dataset- model specification • Software package: Infoworks

CS

• Sewer flow routing: dynamic wave approximation of the Saint-Venant equations

• Runoff estimation model: Fixed RC (impervious areas) and Horton for infiltration losses (pervious areas)• Runoff concentration: single linear resevoir (Desbordes)

Page 6: Impact  of rainfall and model resolution on sewer  hydrodynamics

Methodology1. RAD-

D 1. RAD-D: distributed sewer model with radar rainfall in input 2. RG-D: distributed sewer model with rain gauge rainfall in input 3. RAD-L: lumped sewer model with radar rainfall in input 4. RG-L: lumped sewer model with rain gauge rainfall in input

2. RG-D

4. RG-L3. RAD-L

Simulated scenarios

Page 7: Impact  of rainfall and model resolution on sewer  hydrodynamics

Rainfall selection-Event 1

Date Duration

Total volume range (mm)

Maximum intensity range (mm/h)

(dd-mm) (h) RG RAD RG RAD

12-7 2.50 9.9-2.8 9.2-0.7 37.2-

12 28.6-1.5Radar storm accumulation and maximum intensity

Storm evolution at Bergeijk and Vessem rain gauges vs overlapping

radar pixels

Page 8: Impact  of rainfall and model resolution on sewer  hydrodynamics

Rainfall selection- Event 2, 3 and 4

Event 4

Event 3

Event 2

Page 9: Impact  of rainfall and model resolution on sewer  hydrodynamics

Results-1 Water level results at Bergeijk

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

END NODEPUMPING STATION

Veldhoven

Eindhoven-SE

0 6 123Kilometers

¯ Event 1 Event 2

Event 3 Event 4

MSE EV1 EV2 EV3 EV4RG-D vs RAD-

D 0.029 0.005 0.059 0.012RG-L vs RAD-L 0.001 0.00001 0.013 0.00006RAD-L vs RAD-

D 0.053 0.010 0.259 0.021RG-L vs RG-D 0.061 0.012 0.166 0.027

Page 10: Impact  of rainfall and model resolution on sewer  hydrodynamics

Results-2 Water level results at Westehoven-Event 2

Valkenswaard- Event 3

Page 11: Impact  of rainfall and model resolution on sewer  hydrodynamics

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

END NODEPUMPING STATION

Veldhoven

Eindhoven-SE

0 6 123Kilometers

¯

12

3

4

Results 3- differences along the main conduit

1 2 3 4

1 2 3 4

Page 12: Impact  of rainfall and model resolution on sewer  hydrodynamics

Conclusions• The impact of model structure on water levels is

higher at locations close to rain gauges, i.e. when the rain gauge does accurately describe the storm evolution;

• The effect of rainfall resolution on model results becomes significant at locations far from the ground measurements: rain gauge fails to describe rainfall structure;• The bias found in all six scenario pairs increases in

the downstream direction, since the rain gauge is not representative of rainfall occurred at large distance (>4 km), and the lumping of larger catchments introduces higher error.

Page 13: Impact  of rainfall and model resolution on sewer  hydrodynamics

Thank you!

Page 14: Impact  of rainfall and model resolution on sewer  hydrodynamics

Main characteristics of Riool Zuid sewer system:

Luijksgestel

Bergeijk Westerhoven

Valkenswaard

Aalst

Waarde

Riethoven

END NODEPUMPING STATION

Veldhoven

Eindhoven-SE

0 6 123Kilometers

¯

Page 15: Impact  of rainfall and model resolution on sewer  hydrodynamics

Brandes spatial adjustment (BRA)*This spatial method was proposed by Brandes (1975). A correction factor is calculated at each rain gauge site. All the factors are then interpolated on the whole radar field. This method follows the Barnes objective analysis scheme based on a negative exponential weighting to produce the calibration field:

where di is the distance between the grid point and the gauge i. The parameter k controls the degree of smoothing in the Brandes method. It is assumed constant over the whole domain.The parameter k is computed as a function of the mean density of the network, given by the number of gauges divided by the total area. A simple inverse relation has been chosen:k = (2δ)−1

The factor 2 was adjusted to get an optimal k for the full network.The optimal k was estimated by trial and error based on the verification for the year 2006. The same relation between k and is used for the reduced networks.

*J.W. Wilson and E.A.Brandes, 1975 E. Goudenhoofdt and L. Delobbe, 2009

Page 16: Impact  of rainfall and model resolution on sewer  hydrodynamics

Evolution of bias – Bergeijk on event 1

16:1

9

16:4

0

17:0

2

17:2

4

17:4

5

18:0

7

18:2

8

18:5

0

19:1

2

0.000

0.005

0.010

0.015

0.020

0.025

0.030

0.035 0

5

10

15

20

25

RGdistr - RADdistr

RGlump - RADlump

RADlump - RADdistr

RGlump - RGdistr

RAINFALL (RG)

BergeijkBIA

S= M

SE -σ

²e

Duration (h)

Rai

nfal

l Ber

geijk

RG

(mm

/h)


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